Spatio-Temporal Statistical Modeling of Livestock Waste in Streams

Journal of Agricultural, Biological, and Environmental Statistics

Volumn 2, Issue 1, 1997, Pages 24-47

  Cressie, Noel ^a   Majure, James J ^b  

^a Department of Statistics Center for Statistics and Applications in Forensic Evidence Iowa State University 2438 Osborn Dr Ames   (United States)

^b NONE

Author keywords

Database construction; Geographic Information System; Geostatistics; GIS; Heteroscedasticity; Kriging; Nonpoint source; Upper North Bosque watershed; Variogram

Indexed keywords

ANIMALIA;

EID: 0002610426     PISSN: 10857117     EISSN: None     Source Type: Journal    
DOI: 10.2307/1400639     Document Type: Article

References (18)

1. Cleveland, W. S. (1979), "Robust Locally Weighted Regression and Smoothing Scatterplots," Journal of the American Statistical Association, 74, 829-836.
2. Cressie, N. (1993), Statistics for Spatial Data (rev. ed.), New York: John Wiley.
3. Cressie, N., and Majure, J. J. (1997), "Non-Point-Source Pollution of Surface Waters Over a Watershed," in Statistics for the Environment 3: Aspects of Pollution, eds. V. Barnett and K. F. Turkman, Chichester: John Wiley, pp. 201-224.
4. Cressie, N., and Zimmerman, D. L. (1992), "On the Stability of the Geostatistical Method," Mathematical Geology, 24, 45-59.
5. Ericksen, E. P., Kadane, J. B., and Tukey, J. W. (1989), "Adjusting the 1980 Census of Population and Housing," Journal of the American Statistical Association, 84, 927-944.
6. Jenson, S. K., and Domingue, J. O. (1988), "Extracting Topographic Structure From Digital Elevation Data for Geographic Information System Analysis," Photogrammetric Engineering and Remote Sensing, 54, 1593-1600.
7. Johengen, T. H., and Beeton, A. M. (1992), "The Effects of Temporal and Spatial Variability on Monitoring Agricultural Nonpoint Source Pollution," in Proceedings of the National Rural Clean Water Program Symposium, USEPA Seminar Publication, Washington, DC, 89-95.
8. Journel, A. G., and Huijbregts, C. J. (1978), Mining Geostatistics, London: Academic Press.
9. Libby, L. W., and Boggess, W. G. (1990), "Agriculture and Water Quality: Where Are We and Why?" in Agriculture and Water Quality International Perspectives, eds. J. B. Braden and S. B. Lovejoy, Boulder, CO: Lynne Riener, pp. 1-37.
10. Long, C. M. (1992), "Livestock Waste Pollution: A Nationwide Problem," Internal Report, Office of Policy, Planning and Evaluation, U.S. Environmental Protection Agency, Washington, DC.
11. Maidment, D. R. (1993), "Developing a Spatially Distributed Unit Hydrograph by Using GIS," in HydroGIS'93, International Association of the Science of Hydrology Publication No. 211, pp. 181-192.
12. Majure, J. J. (1995), "A Spatio-Temporal Statistical Model of Pollutant Concentrations in Surface Waters," unpublished M.S. Thesis, Department of Statistics, Iowa State University, Ames, IA.
13. Majure, J. J., and Cressie, N. (in press), "Dynamic Graphics for Exploring Spatial Dependence in Multivariate Spatial Data," Geographical Systems, 4.
14. Myers, D. E., and Journel, A. G. (1990), "Variograms With Zonal Anisotropies and Noninvertible Kriging Systems," Mathematical Geology, 22, 779-785.
15. Rouhani, S., and Myers, D. E. (1990), "Problems in Space-Time Kriging of Geohydrological Data," Mathematical Geology, 22, 611-623.
16. Stevens, S. S. (1975), Psychophysics, New York: John Wiley.
17. Texas Institute for Applied Environmental Research (TIAER) (1992), "Livestock and the Environment: Rethinking Environmental Policy, Institutions, and Compliance Strategies," (Interim Report to the Joint Interim Committee on the Environment, 72nd Texas Legislature), TIAER, Tarleton State University, Stephenville, TX.
18. White, D. A., Smith, R. A., Price, C. V., Alexander, R. B., and Robinson, K. W. (1992), "A Spatial Model to Aggregate Point-Source and Non-Point-Source Water-Quality Data for Large Areas," Computers and Geosciences, 18, 1055-1073.